"I think it's absolutely crazy. I went to bed, and woke up to a winter wonderland," said Kristen Sikoryak.

In Garfield, New Jersey there was a heavy fire, possibly fueled by the high winds. The fire on Cambridge Avenue knocked over a tree, causing live wires to fall onto a home.

Meanwhile, in Sunset Park, Brooklyn, the wind tore down wooden boards at a construction site. Because of the 40mph wind gusts, the Department of Buildings advised property owners, contractors and crane operators to secure all equipment.

However, some say that it was about time for the cold blast.

"It's jarring, but I mean, this is what it should be," said Mike Isabella.

As for the Department of Buildings advisory - they say the strong wind gusts should last through Monday evening.